UX research and real-world insights into loyalty programs.
FinUXlab.

UX research and real-world insights into loyalty programs.
About FinUXlab: research, insights, and experience

About FinUXlab: research, insights, and experience

We are a UX research lab exploring how people interact with loyalty programs across retail, banking, and digital services.
Our work focuses on understanding real user behavior, decision-making patterns, and usability challenges within everyday customer experiences.

Through research, testing, and case-based analysis, we examine where loyalty programs succeed, where users struggle, and why certain systems feel intuitive while others create friction.

15+

Years of UX research experience

50+

Industry talks and workshops

130+

UX studies and research projects

Articles & Case Studies

Explore insights from our UX research lab — expert articles, loyalty program deep-dives, and real-world case studies that reveal what works (and what doesn’t) in customer experience design.

What we research and publish at FinUXlab

FinUXlab publishes research-based articles, case studies, and practical UX analyses focused on how people interact with loyalty programs, digital products, and everyday services. Our content explores real user behavior, usability challenges, and design patterns across industries.

UX research insights

In-depth analysis of how real users interact with loyalty programs, including usability issues, friction points, and behavioral patterns.

UX analysis & expert perspectives

Independent UX evaluations and expert viewpoints on loyalty program design, usability, and user expectations.

Usability testing case studies

Real-world testing scenarios showing how users navigate loyalty systems and where engagement breaks down.

Comparative UX analysis

Research-driven comparisons of loyalty programs to understand what works, what fails, and why.

UX audits and interface reviews

Editorial-style reviews of loyalty interfaces based on established UX principles and real usage patterns.

Ethnographic UX research

Observations of real-life user behavior to uncover implicit needs and motivations behind loyalty participation.

Long-term user behavior studies

Insights from diary-based research revealing how loyalty programs are used over time, not just at first touch.

Customer journey mapping

Analysis of end-to-end user journeys to highlight pain points, drop-offs, and moments of value.

Expectation vs experience analysis

Studies examining where user expectations differ from actual loyalty experiences — and why.

Information architecture research

Research into how users mentally structure loyalty features and navigate program interfaces.

Quantitative UX insights

Data-driven studies that support qualitative findings with measurable behavioral trends.

Accessibility and inclusive UX

Analysis of accessibility challenges in loyalty programs and digital services.

Registering on TJXRewards.com: mapping user pain points

We analyze the customer journey of registering and managing loyalty accounts at TJXRewards.com, focusing on common usability challenges and sources of confusion.

This case study explores issues around the dual-account structure (TJXRewards.com vs tjx.syf.com), highlighting friction points that affect trust, clarity, and engagement.

Through customer journey mapping and gap analysis, we identify where expectations break down — and what these patterns reveal about loyalty program design.

How our research is used in practice

For more than 15 years, FinUXlab has studied how people interact with loyalty programs and digital services.
Our research and case studies are used by product, UX, and CRM teams to better understand user behavior and improve everyday customer experiences.

Emma Clarke
Daniel Reed
Sofia Moreau
Matt Stein

*Examples reflect how teams interpret and apply UX research insights in real-world contexts.

Interested in how UX research shapes better loyalty experiences?

Explore our research, case studies, and UX analysis to see how real user behavior influences the design of loyalty programs and digital services.